Triple

T15865160

Position	Surface form	Disambiguated ID	Type / Status
Subject	NorthWest Arkansas Community College	`E384691`	entity
Predicate	partOf	`P40`	FINISHED
Object	Arkansas higher education system The Arkansas higher education system is the statewide network of public colleges and universities that provides postsecondary education, workforce training, and academic research opportunities across Arkansas.	`E1178170`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Arkansas higher education system | Statement: [NorthWest Arkansas Community College, partOf, Arkansas higher education system]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Arkansas higher education system
Context triple: [NorthWest Arkansas Community College, partOf, Arkansas higher education system]

A. University of Arkansas System
The University of Arkansas System is a statewide public university system that oversees multiple campuses and educational institutions across Arkansas.
B. Alabama higher education system
The Alabama higher education system is the statewide network of public universities, colleges, and related institutions that coordinate and deliver postsecondary education across the state of Alabama.
C. Arkansas State University System
The Arkansas State University System is a network of public higher education institutions in Arkansas overseen by a central governing body that coordinates academics, administration, and resources across its member campuses.
D. University of Arkansas
The University of Arkansas is a major public research university in Fayetteville, Arkansas, known for its strong athletics programs, particularly the Razorbacks, and its role as the flagship campus of the University of Arkansas System.
E. Kansas Board of Regents system
The Kansas Board of Regents system is the governing and coordinating body for the public universities and certain higher education institutions in the state of Kansas.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Arkansas higher education system
Triple: [NorthWest Arkansas Community College, partOf, Arkansas higher education system]

Generated description

The Arkansas higher education system is the statewide network of public colleges and universities that provides postsecondary education, workforce training, and academic research opportunities across Arkansas.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Arkansas higher education system
Target entity description: The Arkansas higher education system is the statewide network of public colleges and universities that provides postsecondary education, workforce training, and academic research opportunities across Arkansas.

A. University of Arkansas System
The University of Arkansas System is a statewide public university system that oversees multiple campuses and educational institutions across Arkansas.
B. Alabama higher education system
The Alabama higher education system is the statewide network of public universities, colleges, and related institutions that coordinate and deliver postsecondary education across the state of Alabama.
C. Arkansas State University System chosen
The Arkansas State University System is a network of public higher education institutions in Arkansas overseen by a central governing body that coordinates academics, administration, and resources across its member campuses.
D. University of Arkansas
The University of Arkansas is a major public research university in Fayetteville, Arkansas, known for its strong athletics programs, particularly the Razorbacks, and its role as the flagship campus of the University of Arkansas System.
E. Kansas Board of Regents system
The Kansas Board of Regents system is the governing and coordinating body for the public universities and certain higher education institutions in the state of Kansas.
F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69d86da4e86481909f1325fdc971b5ec`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e1555e4ee48190a3b27b4ab9bdb1c8`	completed	April 16, 2026, 9:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffa945d9808190a65f5182db341393`	completed	May 9, 2026, 9:38 p.m.
NEDg	Description generation	`batch_69ffaa8b03048190a3745df8a59fe066`	completed	May 9, 2026, 9:43 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffab58e7e481908a13b739e0401b8b`	completed	May 9, 2026, 9:47 p.m.

Created at: April 10, 2026, 4:50 a.m.